1 citations · 1 across the 3 of their papers we have counts for
3 papers
Comparing Latent Concept Formation in State Space Models and Transformers via Sparse Autoencoders
Rithin Nagaraj, Rupa Laalasa Oruganti, Prerna Subhashchandra Kunder +1
The quadratic scaling of Transformer self-attention has driven the adoption of sub-quadratic Selective State Space Models (SSMs) like Mamba, which compress past context into a fixe…
From Graphs to Hypergraphs: Enhancing Aspect-Based Sentiment Analysis via Multi-Level Relational Modeling
Omkar Mahesh Kashyap, Padegal Amit, Madhav Kashyap +2
Aspect-Based Sentiment Analysis (ABSA) predicts sentiment polarity for specific aspect terms, a task made difficult by conflicting sentiments across aspects and the sparse context…
Naturalization of Text by the Insertion of Pauses and Filler Words
Richa Sharma, Parth Vipul Shah, Ashwini M. Joshi
In this article, we introduce a set of methods to naturalize text based on natural human speech. Voice-based interactions provide a natural way of interfacing with electronic syste…